MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 59
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text Paper • 2601.22975 • Published Jan 30 • 109
PaperBanana: Automating Academic Illustration for AI Scientists Paper • 2601.23265 • Published Jan 30 • 215
MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs Paper • 2602.12705 • Published 25 days ago • 65
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published 27 days ago • 241
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization Paper • 2602.22675 • Published 12 days ago • 22
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale Paper • 2602.23866 • Published 11 days ago • 80
Improving Transformer World Models for Data-Efficient RL Paper • 2502.01591 • Published Feb 3, 2025 • 10
CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era Paper • 2602.23452 • Published 12 days ago • 16
SkillOrchestra: Learning to Route Agents via Skill Transfer Paper • 2602.19672 • Published 15 days ago • 55
Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance Paper • 2601.14171 • Published Jan 20 • 51
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives Paper • 2601.20833 • Published Jan 28 • 182